Local AI & Self-Hosted LLMs

Pydantic and Pydantic-AI: Type Safety That Actually Earns Its Keep featured image

Pydantic and Pydantic-AI: Type Safety That Actually Earns Its Keep

Pydantic is one of those libraries I underestimated until the day it saved me four hours of debugging. Here's what it actually does, where it hurts, and why Pydantic-AI has me …

Derek Armstrong - Payments Engineer · AI · Infrastructure
Derek Armstrong
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The Agentic CLI Revolution: When AI Meets the Terminal featured image

The Agentic CLI Revolution: When AI Meets the Terminal

Scriptable AI at the command line is a different category of tool than a chatbot in a browser. Here's what that actually unlocks — and where the hype is still ahead of reality.

Derek Armstrong - Payments Engineer · AI · Infrastructure
Derek Armstrong
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Run your own AI LLM in two commands featured image

Run your own AI LLM in two commands

Set up your own AI chatbot locally using Meta's Llama model and Docker in just two commands

Derek Armstrong - Payments Engineer · AI · Infrastructure
Derek Armstrong
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